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Automation Risk Analysis

Will “Land Clearer” be Automated?

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AI Exposure Risk

46%

“Land Clearer” will probably not be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 46% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

56%

“Land Clearer” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 56% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Farmworkers and Laborers, Crop, Nursery, and Greenhouse, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Manually plant, cultivate, and harvest vegetables, fruits, nuts, horticultural specialties, and field crops. Use hand tools, such as shovels, trowels, hoes, tampers, pruning hooks, shears, and knives. Duties may include tilling soil and applying fertilizers; transplanting, weeding, thinning, or pruning crops; applying pesticides; or cleaning, grading, sorting, packing, and loading harvested products. May construct trellises, repair fences and farm buildings, or participate in irrigation activities.

Avg. Annual Salary $37,850
Avg. Hourly Wage $18.20
Available Jobs (US) 261,690
Job Title & Hierarchy Code (SOC) Farmworkers and Laborers, Crop, Nursery, and Greenhouse #45-2092
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Farmworkers and Laborers, Crop, Nursery, and Greenhouse”

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Core Skills & Abilities

  • Operate tractors, tractor-drawn machinery, and self-propelled machinery to plow, harrow and fertilize soil, or to plant, cultivate, spray and harvest crops.

  • Maintain and repair irrigation and climate control systems.

  • Dig, cut, and transplant seedlings, cuttings, trees, and shrubs.

  • Record information about plants and plant growth.

  • Haul and spread topsoil, fertilizer, peat moss, and other materials to condition soil, using wheelbarrows or carts and shovels.

  • Repair and maintain farm vehicles, implements, and mechanical equipment.

  • Inspect plants and bud ties to assess quality.

  • Sell and deliver plants and flowers to customers.

  • Feel plants' leaves and note their coloring to detect the presence of insects or disease.

  • Provide information and advice to the public regarding the selection, purchase, and care of products.

  • Inform farmers or farm managers of crop progress.

  • Tie and bunch flowers, plants, shrubs, and trees, wrap their roots, and pack them into boxes to fill orders.

  • Load agricultural products into trucks, and drive trucks to market or storage facilities.

  • Record information about crops, such as pesticide use, yields, or costs.

  • Participate in the inspection, grading, sorting, storage, and post-harvest treatment of crops.

  • Dig, rake, and screen soil, filling cold frames and hot beds in preparation for planting.

  • Move containerized shrubs, plants, and trees, using wheelbarrows or tractors.

  • Direct and monitor the work of casual and seasonal help during planting and harvesting.

  • Harvest plants, and transplant or pot and label them.

  • Clean work areas, and maintain grounds and landscaping.

  • Plant, spray, weed, fertilize, water, and prune plants, shrubs, and trees, using gardening tools.

  • Regulate greenhouse conditions, and indoor and outdoor irrigation systems.

  • Set up and operate irrigation equipment.

  • Maintain inventory, ordering materials as required.

  • Harvest fruits and vegetables by hand.

  • Identify plants, pests, and weeds to determine the selection and application of pesticides and fertilizers.

  • Repair farm buildings, fences, and other structures.

Technologies & Software

  • Climate FieldView
  • BCL Landview Systems WinCrop
  • Microsoft Office software
  • Taranis AI
  • Microsoft Excel
  • IBM Lotus Notes
  • Global positioning system GPS software
  • Microsoft Word
  • Blue River Technology AI
  • Microsoft PowerPoint
  • John Deere AI
  • Web browser software
  • Microsoft Outlook
  • Farm Works Software Trac
  • Portable generators
  • Trowels
  • Safety goggles
  • Desktop computers
  • Rotary tillers
  • Round point shovels
  • Adjustable widemouth pliers
  • Pipe trailers
  • Power drills
  • Tree planting bars
  • Straight screwdrivers
  • Measuring tapes
  • Portable battery chargers
  • Hand held sprayers
  • Hand trucks
  • Garden spades
  • Multipurpose tractors
  • Tree diameter tapes
  • Hanging spring scales
  • Paint application sprayers
  • Humidifiers
  • Loppers
  • Bench grafting knives
  • Hedge shears
  • Drop spreaders
  • Disk tillage equipment
  • Greenhouse ventilation systems
  • Detasselers
  • Digital calipers
  • Root pruning scissors
  • Indoor/outdoor thermometers
  • Tractor-trailers
  • Fertilizer spreaders
  • Anvil pruners
  • Tree marking guns
  • Hose-end sprayers
  • Budding knives
  • Compressed air sprayers
  • Tie tape machines
  • Pruning saws
  • Hand tallies
  • Garden hand seeders
  • Wheelbarrows
  • Wood chisels
  • Rotary spreaders
  • Rose budding knives
  • Garden spading forks
  • Combine harvesters
  • Crop planters
  • Power saws
  • Microtip snips
  • Shovels
  • Hatchets
  • Fertilizer injectors
  • Hand drills
  • Soil pH meters
  • Soil cultivators
  • Soil moisture meters
  • Sledgehammers
  • Measuring rules
  • Nail hammers
  • Pole pruners
  • Battery power testers
  • Soil sampling tubes
  • Chain saw sharpeners
  • Threshers
  • Respirators
  • Long arm pruners
  • Garden dusters
  • Spray suits
  • Drafting compasses
  • Canister gas masks
  • Forklifts
  • Knife sharpeners
  • Socket wrench sets
  • Mole grips
  • Reel mowers
  • Tree feeding augers
  • Siphon proportioners
  • Measuring wheels
  • Soil augers
  • Rubber mallets
  • Handheld calculators
  • Mattocks
  • Cargo trucks
  • Corn pickers
  • All terrain vehicles ATV
  • Seed tumblers
  • Wrecking bars
  • Transplanting trowels
  • Grease guns
  • Hook-and-blade pruners
  • Plows
  • Increment borers
  • Compass saws
  • Feed conveyors
  • Drip emitters
  • Hoes
  • Portable electric drills
  • Staple guns
  • Impulse sprinklers
  • Oscillating sprinklers
  • Post hole diggers
  • Fruit budding knives
  • Pruning sticks
  • Claw hammers
  • Drum rollers
  • Hacksaws
  • Sand spreaders
  • Bulb planters
  • Step ladders
  • Pesticide sprayers
  • Power blowers
  • Seed drills
  • Bow saws
  • Floral snips
  • Houseplant shears
  • Leaf rakes
  • Power hedge trimmers
  • Garden hoes
  • Pick axes
  • Bed formers
  • Allen wrenches
  • Grass shears
  • Dump trucks
  • Tractors
  • Paint application brushes
  • Tree calipers
  • Seed dryers
  • Pruning shears
  • Garden cultivators
  • Greenhouse irrigation systems
  • Stake drivers
  • Garden bow rakes
  • Houseplant snips
  • Vertical mowers
  • Carbon dioxide systems
  • Adjustable hand wrenches
  • Field forklifts
  • Laptop computers
  • String trimmers
  • Field watering systems
  • Arborist saws
  • Pickup trucks
  • Handtrucks
  • Planting augers
  • Tube cutters
  • Square point shovels
  • Bed rollers
  • Utility knives
  • Tree scale sticks
  • Haybines
  • Screen separators
  • Hay balers
  • Rotary mowers
  • Pressure washers
  • Mulch spreaders
  • Grafting knives
  • Open end wrenches
  • Dust masks
  • Funnels
  • Thorn strippers
  • Phillips head screwdrivers
  • Grain trucks
  • Fruit pruners
  • Soybean harvesters
  • Pruning knives
  • Chain saws
  • Hay rakes
  • Humidity systems
  • Transplanters
  • Hydromulchers
  • Air compressors
  • Soil thermometers
  • Geodetic ground global positioning system GPS receivers
  • Putty knives
  • Digital levels
  • Sharpening stones
  • Battery booster cables
  • Slotted screwdrivers

Alternative Job Titles